{"id":"W4389486662","doi":"10.3390/cancers15245748","title":"The Impact of BRAF Mutation Status on Survival Outcomes and Treatment Patterns among Metastatic Colorectal Cancer Patients in Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Folinic acid; Oxaliplatin; Colorectal cancer; Oncology; Internal medicine; KRAS; FOLFOX; Capecitabine; Regimen; Cancer; Proportional hazards model","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003460264,0.0001795881,0.0002342519,0.0008850844,0.001004109,0.0006441772,0.0005593795,0.0002456244,0.001368098],"category_scores_gemma":[0.001283622,0.0001491301,0.0002797356,0.002468213,0.0004576129,0.0001701091,0.0004304549,0.0003857849,0.0001340902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01365581,"about_ca_system_score_gemma":0.0131882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755901,"about_ca_topic_score_gemma":0.9881009,"domain_scores_codex":[0.9995529,0.00004072279,0.00002556802,0.00005854956,0.0001468263,0.0001753428],"domain_scores_gemma":[0.998818,0.00009916235,0.0002810676,0.00002788852,0.0004104581,0.0003634039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001587879,0.0000202453,0.9931358,0.00002102437,0.00003173283,0.0001457821,0.0002156212,0.0002411876,0.0002279558,0.00006182807,0.0008055661,0.004934483],"study_design_scores_gemma":[0.000007690815,0.00003541812,0.9982319,0.00001993438,0.00002009146,0.0001198798,0.0005684635,0.0002620979,0.00004989067,0.00002132515,0.0006562409,0.000007010919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948279,0.0009425785,0.00005989052,0.0003754562,0.000008911248,0.00001486922,0.001833971,0.000006624602,0.001929874],"genre_scores_gemma":[0.9981243,0.0004746935,0.00006517714,0.00006484916,0.000005588872,0.000004879556,0.0008428807,0.00000310495,0.0004144632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02440995,"threshold_uncertainty_score":0.09908032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809584423396063,"score_gpt":0.3100365343134966,"score_spread":0.291940690079536,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}